diff --git a/data/zeitgeist/2019 b/data/zeitgeist/2019
index b732490..dd8a9b7 100644
--- a/data/zeitgeist/2019
+++ b/data/zeitgeist/2019
@@ -39,7 +39,7 @@
     {
       "artist": "Liturgy",
       "album": "H.A.Q.Q",
-      "link": "https://lastfm.freetls.fastly.net/i/u/300x300/291f61ac93eff5d2ac42e601332c594a"
+      "lastfm_id": "291f61ac93eff5d2ac42e601332c594a"
     },
     {
       "artist": "black midi",
diff --git a/data/zeitgeist/2020 b/data/zeitgeist/2020
index 2298077..556fe26 100644
--- a/data/zeitgeist/2020
+++ b/data/zeitgeist/2020
@@ -26,16 +26,26 @@
       "album": "On Circles",
       "lastfm_id": "20eb50f65a90b2530ebc8c2e39aca413"
     },
-    {
-      "artist": "Leprous",
-      "album": "Aphelion",
-      "lastfm_id": "481b32d39f675139f9b45a13593f7567"
-    },
     {
       "artist": "King Gizzard & The Lizard Wizard",
       "album": "KG: Volume 2",
       "lastfm_id": "c937de959bbab9b3c60a3087d3c18ef4"
     },
+    {
+      "artist": "Liturgy",
+      "album": "Origin of the Alimonies",
+      "lastfm_id": "825aeba5d2d9d75591ee9b24574fd6d1"
+    },
+    {
+      "artist": "Someone",
+      "album": "Orbit II",
+      "lastfm_id": "9b4463f17f724b64fb0a3df0dbff35d1"
+    },
+    {
+      "artist": "clipping.",
+      "album": "Visions of Bodies Being Burned",
+      "lastfm_id": "018cfaf835606f97de6dc3144a2bb38b"
+    },
     {
       "artist": "Fiona Apple",
       "album": "Fetch the Bolt Cutters",
@@ -46,21 +56,26 @@
       "album": "Ummon",
       "lastfm_id": "75993669b8c9d84f90a7cd95dbe26d05"
     },
-    {
-      "artist": "Paradise Lost",
-      "album": "Obsidian",
-      "lastfm_id": "06ce36733e5345e26b8a5f4e7501ef7e"
-    },
     {
       "artist": "Neptunian Maximalism",
       "album": "\u00c9ons",
       "lastfm_id": "61d86625f25eaac9837ee2cb33c9e528"
     },
+    {
+      "artist": "Paradise Lost",
+      "album": "Obsidian",
+      "lastfm_id": "06ce36733e5345e26b8a5f4e7501ef7e"
+    },
     {
       "artist": "Einstürzende Neubauten",
       "album": "Alles in Allem",
       "lastfm_id": "8f243d29d35436fce4c79df256a70cc0"
     },
+    {
+      "artist": "Leprous",
+      "album": "Aphelion",
+      "lastfm_id": "481b32d39f675139f9b45a13593f7567"
+    },
     {
       "artist": "Poppy",
       "album": "I Disagree",
@@ -76,11 +91,6 @@
       "album": "Eternity Of Shaog",
       "lastfm_id": "260f320cf47478d70179a168553728b1"
     },
-    {
-      "artist": "Liturgy",
-      "album": "Origin of the Alimonies",
-      "lastfm_id": "825aeba5d2d9d75591ee9b24574fd6d1"
-    },
     {
       "artist": "JPEGMAFIA",
       "album": "LP!",
@@ -101,16 +111,6 @@
       "album": "Shabrang",
       "lastfm_id": "35109fd04ddf0391f6c01df18da279f0"
     },
-    {
-      "artist": "Someone",
-      "album": "Orbit II",
-      "lastfm_id": "9b4463f17f724b64fb0a3df0dbff35d1"
-    },
-    {
-      "artist": "clipping.",
-      "album": "Visions of Bodies Being Burned",
-      "lastfm_id": "018cfaf835606f97de6dc3144a2bb38b"
-    },
     {
       "artist": "slowthai",
       "album": "TYRON",
diff --git a/data/zeitgeist/2023 b/data/zeitgeist/2023
index 629f223..f6cf9c6 100644
--- a/data/zeitgeist/2023
+++ b/data/zeitgeist/2023
@@ -14,7 +14,7 @@
     },
     {
       "artist": "Geese",
-      "album": "3D country",
+      "album": "3D Country",
       "lastfm_id": "cacb005926cc26320a5ff537288cc466"
     },
     {